Overview

Dataset statistics

Number of variables84
Number of observations7041
Missing cells119806
Missing cells (%)20.3%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory33.0 MiB
Average record size in memory4.8 KiB

Variable types

CAT84

Reproduction

Analysis started2021-04-08 15:48:34.950451
Analysis finished2021-04-08 15:49:18.582107
Duration43.63 seconds
Versionpandas-profiling v2.7.1
Command linepandas_profiling --config_file config.yaml [YOUR_FILE.csv]
Download configurationconfig.yaml
nplv has a high cardinality: 7041 distinct values High cardinality
DT has a high cardinality: 7041 distinct values High cardinality
t вып-обр has a high cardinality: 82 distinct values High cardinality
t обработка has a high cardinality: 816 distinct values High cardinality
t под током has a high cardinality: 1155 distinct values High cardinality
t продувка has a high cardinality: 831 distinct values High cardinality
ПСН гр. has a high cardinality: 4296 distinct values High cardinality
чист расход C has a high cardinality: 6243 distinct values High cardinality
чист расход Cr has a high cardinality: 3115 distinct values High cardinality
чист расход Mn has a high cardinality: 6320 distinct values High cardinality
чист расход Si has a high cardinality: 6265 distinct values High cardinality
чист расход V has a high cardinality: 4645 distinct values High cardinality
температура первая has a high cardinality: 154 distinct values High cardinality
температура последняя has a high cardinality: 109 distinct values High cardinality
Ar (интенс.) has a high cardinality: 6423 distinct values High cardinality
N2 (интенс.) has a high cardinality: 1389 distinct values High cardinality
эл. энергия (интенс.) has a high cardinality: 6362 distinct values High cardinality
произв жидкая сталь has a high cardinality: 226 distinct values High cardinality
расход газ Ar has a high cardinality: 5556 distinct values High cardinality
расход газ N2 has a high cardinality: 1341 distinct values High cardinality
расход C пров. has a high cardinality: 593 distinct values High cardinality
сыпуч известь РП has a high cardinality: 469 distinct values High cardinality
сыпуч кокс пыль УСТК has a high cardinality: 307 distinct values High cardinality
сыпуч кокс. мелочь КМ1 has a high cardinality: 691 distinct values High cardinality
сыпуч шпат плав. has a high cardinality: 197 distinct values High cardinality
ферспл FeV азот. has a high cardinality: 83 distinct values High cardinality
ферспл FeV-80 has a high cardinality: 692 distinct values High cardinality
ферспл Mn5Si65Al0.5 has a high cardinality: 399 distinct values High cardinality
ферспл Ni H1 пласт. has a high cardinality: 80 distinct values High cardinality
ферспл SiMn18 has a high cardinality: 528 distinct values High cardinality
ферспл ферванит has a high cardinality: 199 distinct values High cardinality
ферспл фх850А has a high cardinality: 398 distinct values High cardinality
эл. энергия has a high cardinality: 3132 distinct values High cardinality
химсталь первый C_1 has a high cardinality: 417 distinct values High cardinality
химсталь первый Cr_1 has a high cardinality: 371 distinct values High cardinality
химсталь первый Cu_1 has a high cardinality: 101 distinct values High cardinality
химсталь первый Mn_1 has a high cardinality: 404 distinct values High cardinality
химсталь первый Ni_1 has a high cardinality: 115 distinct values High cardinality
химсталь первый Si_1 has a high cardinality: 384 distinct values High cardinality
химсталь последний C has a high cardinality: 226 distinct values High cardinality
химсталь последний Cr has a high cardinality: 206 distinct values High cardinality
химсталь последний Cu has a high cardinality: 100 distinct values High cardinality
химсталь последний Mn has a high cardinality: 261 distinct values High cardinality
химсталь последний Ni has a high cardinality: 112 distinct values High cardinality
химсталь последний Si has a high cardinality: 256 distinct values High cardinality
химсталь последний V has a high cardinality: 54 distinct values High cardinality
химшлак первый Al2O3_1 has a high cardinality: 73 distinct values High cardinality
химшлак первый CaO_1 has a high cardinality: 298 distinct values High cardinality
химшлак первый FeO_1 has a high cardinality: 54 distinct values High cardinality
химшлак первый MgO_1 has a high cardinality: 236 distinct values High cardinality
химшлак первый MnO_1 has a high cardinality: 152 distinct values High cardinality
химшлак первый SiO2_1 has a high cardinality: 149 distinct values High cardinality
химшлак последний Al2O3 has a high cardinality: 70 distinct values High cardinality
химшлак последний CaO has a high cardinality: 229 distinct values High cardinality
химшлак последний MgO has a high cardinality: 192 distinct values High cardinality
химшлак последний MnO has a high cardinality: 61 distinct values High cardinality
химшлак последний SiO2 has a high cardinality: 116 distinct values High cardinality
t вып-обр has 597 (8.5%) missing values Missing
t обработка has 601 (8.5%) missing values Missing
t под током has 601 (8.5%) missing values Missing
t продувка has 597 (8.5%) missing values Missing
ПСН гр. has 1792 (25.5%) missing values Missing
чист расход C has 606 (8.6%) missing values Missing
чист расход Cr has 1158 (16.4%) missing values Missing
чист расход Mn has 610 (8.7%) missing values Missing
чист расход Si has 610 (8.7%) missing values Missing
чист расход V has 863 (12.3%) missing values Missing
температура первая has 605 (8.6%) missing values Missing
температура последняя has 605 (8.6%) missing values Missing
Ar (интенс.) has 615 (8.7%) missing values Missing
N2 (интенс.) has 5652 (80.3%) missing values Missing
эл. энергия (интенс.) has 601 (8.5%) missing values Missing
произв жидкая сталь has 597 (8.5%) missing values Missing
произв количество обработок has 597 (8.5%) missing values Missing
произв количество плавок has 597 (8.5%) missing values Missing
произв количество плавок (цел) has 597 (8.5%) missing values Missing
расход газ Ar has 615 (8.7%) missing values Missing
расход газ N2 has 5652 (80.3%) missing values Missing
расход C пров. has 6317 (89.7%) missing values Missing
сыпуч известь РП has 2271 (32.3%) missing values Missing
сыпуч кварцит has 7028 (99.8%) missing values Missing
сыпуч кокс пыль УСТК has 619 (8.8%) missing values Missing
сыпуч кокс. мелочь (сух.) has 7034 (99.9%) missing values Missing
сыпуч кокс. мелочь КМ1 has 734 (10.4%) missing values Missing
сыпуч шпат плав. has 1131 (16.1%) missing values Missing
ферспл CaC2 has 797 (11.3%) missing values Missing
ферспл FeMo has 7008 (99.5%) missing values Missing
ферспл FeSi-75 has 7036 (99.9%) missing values Missing
ферспл FeV азот. has 6658 (94.6%) missing values Missing
ферспл FeV-80 has 862 (12.2%) missing values Missing
ферспл Mn5Si65Al0.5 has 641 (9.1%) missing values Missing
ферспл Ni H1 пласт. has 6959 (98.8%) missing values Missing
ферспл SiMn18 has 643 (9.1%) missing values Missing
ферспл ферванит has 6024 (85.6%) missing values Missing
ферспл фх850А has 1158 (16.4%) missing values Missing
эл. энергия has 601 (8.5%) missing values Missing
химсталь первый Al_1 has 597 (8.5%) missing values Missing
химсталь первый C_1 has 597 (8.5%) missing values Missing
химсталь первый Cr_1 has 597 (8.5%) missing values Missing
химсталь первый Cu_1 has 597 (8.5%) missing values Missing
химсталь первый Mn_1 has 597 (8.5%) missing values Missing
химсталь первый Mo_1 has 598 (8.5%) missing values Missing
химсталь первый N_1 has 598 (8.5%) missing values Missing
химсталь первый Ni_1 has 597 (8.5%) missing values Missing
химсталь первый P_1 has 597 (8.5%) missing values Missing
химсталь первый S_1 has 597 (8.5%) missing values Missing
химсталь первый Si_1 has 597 (8.5%) missing values Missing
химсталь первый Ti_1 has 597 (8.5%) missing values Missing
химсталь первый V_1 has 597 (8.5%) missing values Missing
химсталь последний Al has 597 (8.5%) missing values Missing
химсталь последний C has 597 (8.5%) missing values Missing
химсталь последний Ca has 823 (11.7%) missing values Missing
химсталь последний Cr has 597 (8.5%) missing values Missing
химсталь последний Cu has 597 (8.5%) missing values Missing
химсталь последний Mn has 597 (8.5%) missing values Missing
химсталь последний Mo has 597 (8.5%) missing values Missing
химсталь последний N has 599 (8.5%) missing values Missing
химсталь последний Ni has 597 (8.5%) missing values Missing
химсталь последний P has 597 (8.5%) missing values Missing
химсталь последний S has 597 (8.5%) missing values Missing
химсталь последний Si has 597 (8.5%) missing values Missing
химсталь последний Ti has 597 (8.5%) missing values Missing
химсталь последний V has 597 (8.5%) missing values Missing
химшлак первый Al2O3_1 has 2299 (32.7%) missing values Missing
химшлак первый CaO_1 has 597 (8.5%) missing values Missing
химшлак первый FeO_1 has 597 (8.5%) missing values Missing
химшлак первый MgO_1 has 598 (8.5%) missing values Missing
химшлак первый MnO_1 has 597 (8.5%) missing values Missing
химшлак первый R_1 has 597 (8.5%) missing values Missing
химшлак первый SiO2_1 has 2299 (32.7%) missing values Missing
химшлак последний Al2O3 has 2299 (32.7%) missing values Missing
химшлак последний CaO has 597 (8.5%) missing values Missing
химшлак последний FeO has 597 (8.5%) missing values Missing
химшлак последний MgO has 598 (8.5%) missing values Missing
химшлак последний MnO has 597 (8.5%) missing values Missing
химшлак последний R has 597 (8.5%) missing values Missing
химшлак последний SiO2 has 2299 (32.7%) missing values Missing
nplv is uniformly distributed Uniform
DT is uniformly distributed Uniform
чист расход C is uniformly distributed Uniform
чист расход Mn is uniformly distributed Uniform
чист расход Si is uniformly distributed Uniform
чист расход V is uniformly distributed Uniform
Ar (интенс.) is uniformly distributed Uniform
N2 (интенс.) is uniformly distributed Uniform
эл. энергия (интенс.) is uniformly distributed Uniform
расход газ Ar is uniformly distributed Uniform
расход газ N2 is uniformly distributed Uniform
расход C пров. is uniformly distributed Uniform
сыпуч кокс. мелочь (сух.) is uniformly distributed Uniform
ферспл FeMo is uniformly distributed Uniform
ферспл Ni H1 пласт. is uniformly distributed Uniform
эл. энергия is uniformly distributed Uniform
nplv has unique values Unique
DT has unique values Unique

Variables

nplv
Categorical

HIGH CARDINALITY
UNIFORM
UNIQUE
Distinct count7041
Unique (%)100.0%
Missing0
Missing (%)0.0%
Memory size430.0 KiB
г683863?;67
 
1
г6838638;;;
 
1
г68386376=8
 
1
г683863=7;>
 
1
г6838637<<<
 
1
Other values (7036)
7036
ValueCountFrequency (%) 
г683863?;67 1 < 0.1%
 
г6838638;;; 1 < 0.1%
 
г68386376=8 1 < 0.1%
 
г683863=7;> 1 < 0.1%
 
г6838637<<< 1 < 0.1%
 
г683863>8;; 1 < 0.1%
 
г6838637?6; 1 < 0.1%
 
г683863<8=: 1 < 0.1%
 
г683863<9=6 1 < 0.1%
 
г683863><9< 1 < 0.1%
 
Other values (7031) 7031 99.9%
 

Length

Max length11
Mean length11
Min length11
ValueCountFrequency (%) 
Decimal_Number 5 41.7%
 
Math_Symbol 3 25.0%
 
Other_Punctuation 3 25.0%
 
Lowercase_Letter 1 8.3%
 
ValueCountFrequency (%) 
Common 11 91.7%
 
Cyrillic 1 8.3%
 
ValueCountFrequency (%) 
ASCII 11 91.7%
 
Cyrillic 1 8.3%
 

DT
Categorical

HIGH CARDINALITY
UNIFORM
UNIQUE
Distinct count7041
Unique (%)100.0%
Missing0
Missing (%)0.0%
Memory size430.0 KiB
2070-07-29 08:00:00
 
1
2070-11-20 20:18:00
 
1
2071-04-13 02:31:00
 
1
2070-10-22 01:26:00
 
1
2071-03-03 05:06:00
 
1
Other values (7036)
7036
ValueCountFrequency (%) 
2070-07-29 08:00:00 1 < 0.1%
 
2070-11-20 20:18:00 1 < 0.1%
 
2071-04-13 02:31:00 1 < 0.1%
 
2070-10-22 01:26:00 1 < 0.1%
 
2071-03-03 05:06:00 1 < 0.1%
 
2070-12-28 05:33:00 1 < 0.1%
 
2070-08-17 16:35:00 1 < 0.1%
 
2071-01-13 13:18:00 1 < 0.1%
 
2070-08-04 08:16:00 1 < 0.1%
 
2070-11-19 19:24:00 1 < 0.1%
 
Other values (7031) 7031 99.9%
 

Length

Max length19
Mean length19
Min length19
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Space_Separator 1 7.7%
 
Other_Punctuation 1 7.7%
 
Dash_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 13 100.0%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

МАРКА
Categorical

Distinct count18
Unique (%)0.3%
Missing0
Missing (%)0.0%
Memory size430.0 KiB
Э76ХФ
4953
Э90ХАФ
1384
Э73Ф
 
227
Э76Ф
 
86
Ш2.2
 
59
Other values (13)
 
332
ValueCountFrequency (%) 
Э76ХФ 4953 70.3%
 
Э90ХАФ 1384 19.7%
 
Э73Ф 227 3.2%
 
Э76Ф 86 1.2%
 
Ш2.2 59 0.8%
 
Э76 56 0.8%
 
R350HT 54 0.8%
 
900А 54 0.8%
 
Э76ХАФ 50 0.7%
 
R260 35 0.5%
 
Other values (8) 83 1.2%
 

Length

Max length6
Mean length5.112484022
Min length2
ValueCountFrequency (%) 
Uppercase_Letter 13 52.0%
 
Decimal_Number 8 32.0%
 
Lowercase_Letter 3 12.0%
 
Other_Punctuation 1 4.0%
 
ValueCountFrequency (%) 
Cyrillic 12 48.0%
 
Common 9 36.0%
 
Latin 4 16.0%
 
ValueCountFrequency (%) 
ASCII 13 52.0%
 
Cyrillic 12 48.0%
 

ПРОФИЛЬ
Categorical

Distinct count18
Unique (%)0.3%
Missing0
Missing (%)0.0%
Memory size430.0 KiB
Р65
6427
ОР65
 
221
60E1
 
95
Шар заг d шара 80-100 мм 2,3 гр.
 
59
Рельсы трамвайные
 
56
Other values (13)
 
183
ValueCountFrequency (%) 
Р65 6427 91.3%
 
ОР65 221 3.1%
 
60E1 95 1.3%
 
Шар заг d шара 80-100 мм 2,3 гр. 59 0.8%
 
Рельсы трамвайные 56 0.8%
 
UIC54 54 0.8%
 
Р50 44 0.6%
 
136 RE 17 0.2%
 
Шар заг d шара 80-100 мм 4 гр. 17 0.2%
 
Шары мелющие d 80-100 мм 14 0.2%
 
Other values (8) 37 0.5%
 

Length

Max length32
Mean length3.559011504
Min length3
ValueCountFrequency (%) 
Lowercase_Letter 23 45.1%
 
Uppercase_Letter 14 27.5%
 
Decimal_Number 8 15.7%
 
Other_Punctuation 2 3.9%
 
Open_Punctuation 1 2.0%
 
Close_Punctuation 1 2.0%
 
Space_Separator 1 2.0%
 
Dash_Punctuation 1 2.0%
 
ValueCountFrequency (%) 
Cyrillic 31 60.8%
 
Common 14 27.5%
 
Latin 6 11.8%
 
ValueCountFrequency (%) 
Cyrillic 31 60.8%
 
ASCII 20 39.2%
 

t вып-обр
Categorical

HIGH CARDINALITY
MISSING
Distinct count82
Unique (%)1.3%
Missing597
Missing (%)8.5%
Memory size430.0 KiB
6,0
 
227
7,0
 
213
8,0
 
180
27,0
 
163
30,0
 
161
Other values (77)
5500
ValueCountFrequency (%) 
6,0 227 3.2%
 
7,0 213 3.0%
 
8,0 180 2.6%
 
27,0 163 2.3%
 
30,0 161 2.3%
 
25,0 161 2.3%
 
26,0 159 2.3%
 
13,0 155 2.2%
 
9,0 153 2.2%
 
10,0 149 2.1%
 
Other values (72) 4723 67.1%
 
(Missing) 597 8.5%
 

Length

Max length4
Mean length3.774037779
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 71.4%
 
Lowercase_Letter 2 14.3%
 
Other_Punctuation 1 7.1%
 
Dash_Punctuation 1 7.1%
 
ValueCountFrequency (%) 
Common 12 85.7%
 
Latin 2 14.3%
 
ValueCountFrequency (%) 
ASCII 14 100.0%
 

t обработка
Categorical

HIGH CARDINALITY
MISSING
Distinct count816
Unique (%)12.7%
Missing601
Missing (%)8.5%
Memory size430.0 KiB
43,0333333
 
53
42,5333333
 
53
45,2
 
52
42,8666667
 
49
42,6833333
 
48
Other values (811)
6185
ValueCountFrequency (%) 
43,0333333 53 0.8%
 
42,5333333 53 0.8%
 
45,2 52 0.7%
 
42,8666667 49 0.7%
 
42,6833333 48 0.7%
 
44,2 47 0.7%
 
41,0333333 46 0.7%
 
40,7 46 0.7%
 
41,6833333 45 0.6%
 
41,8666667 45 0.6%
 
Other values (806) 5956 84.6%
 
(Missing) 601 8.5%
 

Length

Max length11
Mean length7.763101832
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

t под током
Categorical

HIGH CARDINALITY
MISSING
Distinct count1155
Unique (%)17.9%
Missing601
Missing (%)8.5%
Memory size430.0 KiB
19,6833333
 
32
19,8666667
 
31
18,8666667
 
30
18,8333333
 
26
19,8333333
 
25
Other values (1150)
6296
ValueCountFrequency (%) 
19,6833333 32 0.5%
 
19,8666667 31 0.4%
 
18,8666667 30 0.4%
 
18,8333333 26 0.4%
 
19,8333333 25 0.4%
 
19,0166667 25 0.4%
 
21,7 25 0.4%
 
18,7 24 0.3%
 
18,35 24 0.3%
 
19,6666667 23 0.3%
 
Other values (1145) 6175 87.7%
 
(Missing) 601 8.5%
 

Length

Max length10
Mean length7.731998296
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

t продувка
Categorical

HIGH CARDINALITY
MISSING
Distinct count831
Unique (%)12.9%
Missing597
Missing (%)8.5%
Memory size430.0 KiB
43,0333333
 
56
43,3666667
 
49
45,2
 
49
42,5333333
 
49
42,6833333
 
48
Other values (826)
6193
ValueCountFrequency (%) 
43,0333333 56 0.8%
 
43,3666667 49 0.7%
 
45,2 49 0.7%
 
42,5333333 49 0.7%
 
42,6833333 48 0.7%
 
40,7 48 0.7%
 
42,8666667 48 0.7%
 
41,8666667 48 0.7%
 
41,0333333 47 0.7%
 
44,3666667 47 0.7%
 
Other values (821) 5955 84.6%
 
(Missing) 597 8.5%
 

Length

Max length11
Mean length7.7595512
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

ПСН гр.
Categorical

HIGH CARDINALITY
MISSING
Distinct count4296
Unique (%)81.8%
Missing1792
Missing (%)25.5%
Memory size430.0 KiB
2,0
 
526
3,0
 
349
4,0
 
57
1,0
 
17
2,75
 
2
Other values (4291)
4298
ValueCountFrequency (%) 
2,0 526 7.5%
 
3,0 349 5.0%
 
4,0 57 0.8%
 
1,0 17 0.2%
 
2,75 2 < 0.1%
 
2,5160256 2 < 0.1%
 
2,7352941 2 < 0.1%
 
3,4018969 2 < 0.1%
 
2,870229 2 < 0.1%
 
2,6020824 2 < 0.1%
 
Other values (4286) 4288 60.9%
 
(Missing) 1792 25.5%
 

Length

Max length9
Mean length6.575344411
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

чист расход C
Categorical

HIGH CARDINALITY
MISSING
UNIFORM
Distinct count6243
Unique (%)97.0%
Missing606
Missing (%)8.6%
Memory size430.0 KiB
0,39128
 
3
0,40764
 
3
0,39118
 
3
0,406765
 
3
0,38029
 
3
Other values (6238)
6420
ValueCountFrequency (%) 
0,39128 3 < 0.1%
 
0,40764 3 < 0.1%
 
0,39118 3 < 0.1%
 
0,406765 3 < 0.1%
 
0,38029 3 < 0.1%
 
0,403735 3 < 0.1%
 
0,47769 2 < 0.1%
 
0,305415 2 < 0.1%
 
0,42909 2 < 0.1%
 
0,37783 2 < 0.1%
 
Other values (6233) 6409 91.0%
 
(Missing) 606 8.6%
 

Length

Max length9
Mean length7.247550064
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

чист расход Cr
Categorical

HIGH CARDINALITY
MISSING
Distinct count3115
Unique (%)52.9%
Missing1158
Missing (%)16.4%
Memory size430.0 KiB
0,104904
 
17
0,10434
 
12
0,113928
 
11
0,105468
 
11
0,120696
 
11
Other values (3110)
5821
ValueCountFrequency (%) 
0,104904 17 0.2%
 
0,10434 12 0.2%
 
0,113928 11 0.2%
 
0,105468 11 0.2%
 
0,120696 11 0.2%
 
0,10998 11 0.2%
 
0,116688 10 0.1%
 
0,120744 9 0.1%
 
0,133668 9 0.1%
 
0,114492 9 0.1%
 
Other values (3105) 5773 82.0%
 
(Missing) 1158 16.4%
 

Length

Max length8
Mean length7.003266581
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

чист расход Mn
Categorical

HIGH CARDINALITY
MISSING
UNIFORM
Distinct count6320
Unique (%)98.3%
Missing610
Missing (%)8.7%
Memory size430.0 KiB
0,132318
 
3
0,14244
 
3
0,114834
 
2
0,133054
 
2
0,142441
 
2
Other values (6315)
6419
ValueCountFrequency (%) 
0,132318 3 < 0.1%
 
0,14244 3 < 0.1%
 
0,114834 2 < 0.1%
 
0,133054 2 < 0.1%
 
0,142441 2 < 0.1%
 
0,115567 2 < 0.1%
 
0,135773 2 < 0.1%
 
0,184051 2 < 0.1%
 
0,213482 2 < 0.1%
 
0,10572 2 < 0.1%
 
Other values (6310) 6409 91.0%
 
(Missing) 610 8.7%
 

Length

Max length9
Mean length7.522653032
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

чист расход Si
Categorical

HIGH CARDINALITY
MISSING
UNIFORM
Distinct count6265
Unique (%)97.4%
Missing610
Missing (%)8.7%
Memory size430.0 KiB
0,16548
 
2
0,130903
 
2
0,1189
 
2
0,136832
 
2
0,11523
 
2
Other values (6260)
6421
ValueCountFrequency (%) 
0,16548 2 < 0.1%
 
0,130903 2 < 0.1%
 
0,1189 2 < 0.1%
 
0,136832 2 < 0.1%
 
0,11523 2 < 0.1%
 
0,10193 2 < 0.1%
 
0,094716 2 < 0.1%
 
0,08757 2 < 0.1%
 
0,149534 2 < 0.1%
 
0,084678 2 < 0.1%
 
Other values (6255) 6411 91.1%
 
(Missing) 610 8.7%
 

Length

Max length8
Mean length7.419400653
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

чист расход V
Categorical

HIGH CARDINALITY
MISSING
UNIFORM
Distinct count4645
Unique (%)75.2%
Missing863
Missing (%)12.3%
Memory size430.0 KiB
0,0391018
 
9
0,0412682
 
9
0,0388151
 
9
0,0391061
 
8
0,0396239
 
7
Other values (4640)
6136
ValueCountFrequency (%) 
0,0391018 9 0.1%
 
0,0412682 9 0.1%
 
0,0388151 9 0.1%
 
0,0391061 8 0.1%
 
0,0396239 7 0.1%
 
0,0396813 7 0.1%
 
0,039048 7 0.1%
 
0,0387288 7 0.1%
 
0,0397889 6 0.1%
 
0,0400539 6 0.1%
 
Other values (4635) 6103 86.7%
 
(Missing) 863 12.3%
 

Length

Max length9
Mean length8.167873882
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

температура первая
Categorical

HIGH CARDINALITY
MISSING
Distinct count154
Unique (%)2.4%
Missing605
Missing (%)8.6%
Memory size430.0 KiB
1571,0
 
134
1573,0
 
124
1570,0
 
123
1574,0
 
122
1577,0
 
122
Other values (149)
5811
ValueCountFrequency (%) 
1571,0 134 1.9%
 
1573,0 124 1.8%
 
1570,0 123 1.7%
 
1574,0 122 1.7%
 
1577,0 122 1.7%
 
1568,0 117 1.7%
 
1575,0 116 1.6%
 
1581,0 116 1.6%
 
1567,0 115 1.6%
 
1564,0 114 1.6%
 
Other values (144) 5233 74.3%
 
(Missing) 605 8.6%
 

Length

Max length6
Mean length5.742224116
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

температура последняя
Categorical

HIGH CARDINALITY
MISSING
Distinct count109
Unique (%)1.7%
Missing605
Missing (%)8.6%
Memory size430.0 KiB
1579,0
 
282
1581,0
 
274
1578,0
 
273
1582,0
 
272
1580,0
 
254
Other values (104)
5081
ValueCountFrequency (%) 
1579,0 282 4.0%
 
1581,0 274 3.9%
 
1578,0 273 3.9%
 
1582,0 272 3.9%
 
1580,0 254 3.6%
 
1585,0 254 3.6%
 
1584,0 244 3.5%
 
1583,0 241 3.4%
 
1577,0 229 3.3%
 
1586,0 222 3.2%
 
Other values (99) 3891 55.3%
 
(Missing) 605 8.6%
 

Length

Max length6
Mean length5.742224116
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

Ar (интенс.)
Categorical

HIGH CARDINALITY
MISSING
UNIFORM
Distinct count6423
Unique (%)> 99.9%
Missing615
Missing (%)8.7%
Memory size430.0 KiB
9,9717791
 
2
14,9067961
 
2
7,8
 
2
8,2973466
 
1
15,040746
 
1
Other values (6418)
6418
ValueCountFrequency (%) 
9,9717791 2 < 0.1%
 
14,9067961 2 < 0.1%
 
7,8 2 < 0.1%
 
8,2973466 1 < 0.1%
 
15,040746 1 < 0.1%
 
7,308327 1 < 0.1%
 
12,1706767 1 < 0.1%
 
12,612452 1 < 0.1%
 
15,660688 1 < 0.1%
 
16,186856 1 < 0.1%
 
Other values (6413) 6413 91.1%
 
(Missing) 615 8.7%
 

Length

Max length10
Mean length8.91393268
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

N2 (интенс.)
Categorical

HIGH CARDINALITY
MISSING
UNIFORM
Distinct count1389
Unique (%)100.0%
Missing5652
Missing (%)80.3%
Memory size430.0 KiB
10,9073783
 
1
14,5684211
 
1
18,873773
 
1
15,8618449
 
1
12,6160428
 
1
Other values (1384)
1384
ValueCountFrequency (%) 
10,9073783 1 < 0.1%
 
14,5684211 1 < 0.1%
 
18,873773 1 < 0.1%
 
15,8618449 1 < 0.1%
 
12,6160428 1 < 0.1%
 
13,1820803 1 < 0.1%
 
10,6267095 1 < 0.1%
 
11,9798319 1 < 0.1%
 
12,6654754 1 < 0.1%
 
16,1263158 1 < 0.1%
 
Other values (1379) 1379 19.6%
 
(Missing) 5652 80.3%
 

Length

Max length10
Mean length4.300951569
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

эл. энергия (интенс.)
Categorical

HIGH CARDINALITY
MISSING
UNIFORM
Distinct count6362
Unique (%)98.8%
Missing601
Missing (%)8.5%
Memory size430.0 KiB
12600,0
 
4
13200,0
 
4
12800,0
 
3
12673,3738075
 
2
13661,0526316
 
2
Other values (6357)
6425
ValueCountFrequency (%) 
12600,0 4 0.1%
 
13200,0 4 0.1%
 
12800,0 3 < 0.1%
 
12673,3738075 2 < 0.1%
 
13661,0526316 2 < 0.1%
 
13106,25 2 < 0.1%
 
12272,7272727 2 < 0.1%
 
12305,4545455 2 < 0.1%
 
12938,8235294 2 < 0.1%
 
12960,0 2 < 0.1%
 
Other values (6352) 6415 91.1%
 
(Missing) 601 8.5%
 

Length

Max length13
Mean length11.8853856
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

произв жидкая сталь
Categorical

HIGH CARDINALITY
MISSING
Distinct count226
Unique (%)3.5%
Missing597
Missing (%)8.5%
Memory size430.0 KiB
115,4
 
124
115,5
 
123
113,4
 
119
113,9
 
119
115,3
 
118
Other values (221)
5841
ValueCountFrequency (%) 
115,4 124 1.8%
 
115,5 123 1.7%
 
113,4 119 1.7%
 
113,9 119 1.7%
 
115,3 118 1.7%
 
114,4 118 1.7%
 
115,1 118 1.7%
 
114,6 117 1.7%
 
114,5 116 1.6%
 
115,7 114 1.6%
 
Other values (216) 5258 74.7%
 
(Missing) 597 8.5%
 

Length

Max length18
Mean length5.027410879
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 
Distinct count3
Unique (%)< 0.1%
Missing597
Missing (%)8.5%
Memory size430.0 KiB
1,0
6391
2,0
 
48
3,0
 
5
ValueCountFrequency (%) 
1,0 6391 90.8%
 
2,0 48 0.7%
 
3,0 5 0.1%
 
(Missing) 597 8.5%
 

Length

Max length3
Mean length3
Min length3
ValueCountFrequency (%) 
Decimal_Number 4 57.1%
 
Lowercase_Letter 2 28.6%
 
Other_Punctuation 1 14.3%
 
ValueCountFrequency (%) 
Common 5 71.4%
 
Latin 2 28.6%
 
ValueCountFrequency (%) 
ASCII 7 100.0%
 
Distinct count1
Unique (%)< 0.1%
Missing597
Missing (%)8.5%
Memory size430.0 KiB
1,0
6444
ValueCountFrequency (%) 
1,0 6444 91.5%
 
(Missing) 597 8.5%
 

Length

Max length3
Mean length3
Min length3
ValueCountFrequency (%) 
Lowercase_Letter 2 40.0%
 
Decimal_Number 2 40.0%
 
Other_Punctuation 1 20.0%
 
ValueCountFrequency (%) 
Common 3 60.0%
 
Latin 2 40.0%
 
ValueCountFrequency (%) 
ASCII 5 100.0%
 
Distinct count1
Unique (%)< 0.1%
Missing597
Missing (%)8.5%
Memory size430.0 KiB
1,0
6444
ValueCountFrequency (%) 
1,0 6444 91.5%
 
(Missing) 597 8.5%
 

Length

Max length3
Mean length3
Min length3
ValueCountFrequency (%) 
Lowercase_Letter 2 40.0%
 
Decimal_Number 2 40.0%
 
Other_Punctuation 1 20.0%
 
ValueCountFrequency (%) 
Common 3 60.0%
 
Latin 2 40.0%
 
ValueCountFrequency (%) 
ASCII 5 100.0%
 

расход газ Ar
Categorical

HIGH CARDINALITY
MISSING
UNIFORM
Distinct count5556
Unique (%)86.5%
Missing615
Missing (%)8.7%
Memory size430.0 KiB
13,757
 
5
13,192
 
5
14,109
 
4
14,913
 
4
12,981
 
4
Other values (5551)
6404
ValueCountFrequency (%) 
13,757 5 0.1%
 
13,192 5 0.1%
 
14,109 4 0.1%
 
14,913 4 0.1%
 
12,981 4 0.1%
 
12,199 4 0.1%
 
14,865 4 0.1%
 
17,287 4 0.1%
 
14,496 4 0.1%
 
14,7 3 < 0.1%
 
Other values (5546) 6385 90.7%
 
(Missing) 615 8.7%
 

Length

Max length18
Mean length5.625479335
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

расход газ N2
Categorical

HIGH CARDINALITY
MISSING
UNIFORM
Distinct count1341
Unique (%)96.5%
Missing5652
Missing (%)80.3%
Memory size430.0 KiB
9,016
 
3
10,514
 
2
7,956
 
2
10,671
 
2
12,979
 
2
Other values (1336)
1378
ValueCountFrequency (%) 
9,016 3 < 0.1%
 
10,514 2 < 0.1%
 
7,956 2 < 0.1%
 
10,671 2 < 0.1%
 
12,979 2 < 0.1%
 
9,574 2 < 0.1%
 
12,978 2 < 0.1%
 
7,662 2 < 0.1%
 
12,26 2 < 0.1%
 
13,443 2 < 0.1%
 
Other values (1331) 1368 19.4%
 
(Missing) 5652 80.3%
 

Length

Max length19
Mean length3.510012782
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

расход C пров.
Categorical

HIGH CARDINALITY
MISSING
UNIFORM
Distinct count593
Unique (%)81.9%
Missing6317
Missing (%)89.7%
Memory size430.0 KiB
0,019448
 
4
0,013442
 
4
0,005236
 
3
0,024596
 
3
0,003843
 
3
Other values (588)
707
ValueCountFrequency (%) 
0,019448 4 0.1%
 
0,013442 4 0.1%
 
0,005236 3 < 0.1%
 
0,024596 3 < 0.1%
 
0,003843 3 < 0.1%
 
0,00399 3 < 0.1%
 
0,021164 3 < 0.1%
 
0,02145 3 < 0.1%
 
0,048906 3 < 0.1%
 
0,00475 3 < 0.1%
 
Other values (583) 692 9.8%
 
(Missing) 6317 89.7%
 

Length

Max length21
Mean length3.494390001
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

сыпуч известь РП
Categorical

HIGH CARDINALITY
MISSING
Distinct count469
Unique (%)9.8%
Missing2271
Missing (%)32.3%
Memory size430.0 KiB
0,063
 
87
0,052
 
85
0,074
 
83
0,053
 
81
0,064
 
78
Other values (464)
4356
ValueCountFrequency (%) 
0,063 87 1.2%
 
0,052 85 1.2%
 
0,074 83 1.2%
 
0,053 81 1.2%
 
0,064 78 1.1%
 
0,08 77 1.1%
 
0,079 74 1.1%
 
0,086 70 1.0%
 
0,073 62 0.9%
 
0,148 57 0.8%
 
Other values (459) 4016 57.0%
 
(Missing) 2271 32.3%
 

Length

Max length20
Mean length4.475500639
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

сыпуч кварцит
Categorical

MISSING
Distinct count1
Unique (%)7.7%
Missing7028
Missing (%)99.8%
Memory size430.0 KiB
0,02
13
ValueCountFrequency (%) 
0,02 13 0.2%
 
(Missing) 7028 99.8%
 

Length

Max length4
Mean length3.001846329
Min length3
ValueCountFrequency (%) 
Lowercase_Letter 2 40.0%
 
Decimal_Number 2 40.0%
 
Other_Punctuation 1 20.0%
 
ValueCountFrequency (%) 
Common 3 60.0%
 
Latin 2 40.0%
 
ValueCountFrequency (%) 
ASCII 5 100.0%
 

сыпуч кокс пыль УСТК
Categorical

HIGH CARDINALITY
MISSING
Distinct count307
Unique (%)4.8%
Missing619
Missing (%)8.8%
Memory size430.0 KiB
0,05
5873
0,049999999999999996
 
69
0,06
 
14
0,0500001
 
12
0,03
 
11
Other values (302)
 
443
ValueCountFrequency (%) 
0,05 5873 83.4%
 
0,049999999999999996 69 1.0%
 
0,06 14 0.2%
 
0,0500001 12 0.2%
 
0,03 11 0.2%
 
0,04 11 0.2%
 
0,050000100000000006 11 0.2%
 
0,01 5 0.1%
 
0,02 5 0.1%
 
0,139 5 0.1%
 
Other values (297) 406 5.8%
 
(Missing) 619 8.8%
 

Length

Max length20
Mean length4.169862235
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 
Distinct count7
Unique (%)100.0%
Missing7034
Missing (%)99.9%
Memory size430.0 KiB
0,498
1
0,431
1
0,476
1
0,42100000000000004
1
0,417
1
Other values (2)
2
ValueCountFrequency (%) 
0,498 1 < 0.1%
 
0,431 1 < 0.1%
 
0,476 1 < 0.1%
 
0,42100000000000004 1 < 0.1%
 
0,417 1 < 0.1%
 
0,136 1 < 0.1%
 
0,321 1 < 0.1%
 
(Missing) 7034 99.9%
 

Length

Max length19
Mean length3.003976708
Min length3
ValueCountFrequency (%) 
Decimal_Number 9 75.0%
 
Lowercase_Letter 2 16.7%
 
Other_Punctuation 1 8.3%
 
ValueCountFrequency (%) 
Common 10 83.3%
 
Latin 2 16.7%
 
ValueCountFrequency (%) 
ASCII 12 100.0%
 

сыпуч кокс. мелочь КМ1
Categorical

HIGH CARDINALITY
MISSING
Distinct count691
Unique (%)11.0%
Missing734
Missing (%)10.4%
Memory size430.0 KiB
0,384
 
34
0,368
 
34
0,421
 
31
0,456
 
30
0,458
 
30
Other values (686)
6148
ValueCountFrequency (%) 
0,384 34 0.5%
 
0,368 34 0.5%
 
0,421 31 0.4%
 
0,456 30 0.4%
 
0,458 30 0.4%
 
0,36 30 0.4%
 
0,426 28 0.4%
 
0,476 28 0.4%
 
0,43 28 0.4%
 
0,382 28 0.4%
 
Other values (681) 6006 85.3%
 
(Missing) 734 10.4%
 

Length

Max length19
Mean length4.874307627
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

сыпуч шпат плав.
Categorical

HIGH CARDINALITY
MISSING
Distinct count197
Unique (%)3.3%
Missing1131
Missing (%)16.1%
Memory size430.0 KiB
0,041
 
250
0,038
 
234
0,04
 
223
0,039
 
208
0,049
 
205
Other values (192)
4790
ValueCountFrequency (%) 
0,041 250 3.6%
 
0,038 234 3.3%
 
0,04 223 3.2%
 
0,039 208 3.0%
 
0,049 205 2.9%
 
0,048 194 2.8%
 
0,037 176 2.5%
 
0,036 159 2.3%
 
0,059 150 2.1%
 
0,028 145 2.1%
 
Other values (187) 3966 56.3%
 
(Missing) 1131 16.1%
 

Length

Max length20
Mean length4.752876012
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

ферспл CaC2
Categorical

MISSING
Distinct count7
Unique (%)0.1%
Missing797
Missing (%)11.3%
Memory size430.0 KiB
0,02
6137
0,019999999999999997
 
52
0,03
 
28
0,01
 
8
0,05
 
8
Other values (2)
 
11
ValueCountFrequency (%) 
0,02 6137 87.2%
 
0,019999999999999997 52 0.7%
 
0,03 28 0.4%
 
0,01 8 0.1%
 
0,05 8 0.1%
 
0,0200001 6 0.1%
 
0,04 5 0.1%
 
(Missing) 797 11.3%
 

Length

Max length20
Mean length4.009231643
Min length3
ValueCountFrequency (%) 
Decimal_Number 8 72.7%
 
Lowercase_Letter 2 18.2%
 
Other_Punctuation 1 9.1%
 
ValueCountFrequency (%) 
Common 9 81.8%
 
Latin 2 18.2%
 
ValueCountFrequency (%) 
ASCII 11 100.0%
 

ферспл FeMo
Categorical

MISSING
UNIFORM
Distinct count28
Unique (%)84.8%
Missing7008
Missing (%)99.5%
Memory size430.0 KiB
0,021014
 
3
0,019206
 
2
0,019097
 
2
0,023184
 
2
0,02134
 
1
Other values (23)
23
ValueCountFrequency (%) 
0,021014 3 < 0.1%
 
0,019206 2 < 0.1%
 
0,019097 2 < 0.1%
 
0,023184 2 < 0.1%
 
0,02134 1 < 0.1%
 
0,018989000000000002 1 < 0.1%
 
0,017433 1 < 0.1%
 
0,017831 1 < 0.1%
 
0,021087 1 < 0.1%
 
0,019929 1 < 0.1%
 
Other values (18) 18 0.3%
 
(Missing) 7008 99.5%
 

Length

Max length20
Mean length3.026416702
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

ферспл FeSi-75
Categorical

MISSING
Distinct count2
Unique (%)40.0%
Missing7036
Missing (%)99.9%
Memory size430.0 KiB
0,05
4
0,02
1
ValueCountFrequency (%) 
0,05 4 0.1%
 
0,02 1 < 0.1%
 
(Missing) 7036 99.9%
 

Length

Max length4
Mean length3.000710126
Min length3
ValueCountFrequency (%) 
Decimal_Number 3 50.0%
 
Lowercase_Letter 2 33.3%
 
Other_Punctuation 1 16.7%
 
ValueCountFrequency (%) 
Common 4 66.7%
 
Latin 2 33.3%
 
ValueCountFrequency (%) 
ASCII 6 100.0%
 

ферспл FeV азот.
Categorical

HIGH CARDINALITY
MISSING
Distinct count83
Unique (%)21.7%
Missing6658
Missing (%)94.6%
Memory size430.0 KiB
0,024306
 
14
0,024089
 
13
0,023944
 
12
0,023184
 
11
0,023546
 
11
Other values (78)
322
ValueCountFrequency (%) 
0,024306 14 0.2%
 
0,024089 13 0.2%
 
0,023944 12 0.2%
 
0,023184 11 0.2%
 
0,023546 11 0.2%
 
0,024161 11 0.2%
 
0,02398 11 0.2%
 
0,024269 11 0.2%
 
0,024125 10 0.1%
 
0,024233 10 0.1%
 
Other values (73) 269 3.8%
 
(Missing) 6658 94.6%
 

Length

Max length20
Mean length3.282062207
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

ферспл FeV-80
Categorical

HIGH CARDINALITY
MISSING
Distinct count692
Unique (%)11.2%
Missing862
Missing (%)12.2%
Memory size430.0 KiB
0,050094
 
81
0,050166
 
71
0,049986
 
71
0,049117
 
67
0,04919
 
66
Other values (687)
5823
ValueCountFrequency (%) 
0,050094 81 1.2%
 
0,050166 71 1.0%
 
0,049986 71 1.0%
 
0,049117 67 1.0%
 
0,04919 66 0.9%
 
0,049913 65 0.9%
 
0,050203 65 0.9%
 
0,05013 63 0.9%
 
0,049588 60 0.9%
 
0,049841 60 0.9%
 
Other values (682) 5510 78.3%
 
(Missing) 862 12.2%
 

Length

Max length20
Mean length7.468399375
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

ферспл Mn5Si65Al0.5
Categorical

HIGH CARDINALITY
MISSING
Distinct count399
Unique (%)6.2%
Missing641
Missing (%)9.1%
Memory size430.0 KiB
0,128
 
61
0,147
 
60
0,135
 
59
0,117
 
58
0,137
 
58
Other values (394)
6104
ValueCountFrequency (%) 
0,128 61 0.9%
 
0,147 60 0.9%
 
0,135 59 0.8%
 
0,117 58 0.8%
 
0,137 58 0.8%
 
0,124 58 0.8%
 
0,113 58 0.8%
 
0,13 55 0.8%
 
0,139 55 0.8%
 
0,145 55 0.8%
 
Other values (389) 5823 82.7%
 
(Missing) 641 9.1%
 

Length

Max length20
Mean length4.907115467
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

ферспл Ni H1 пласт.
Categorical

HIGH CARDINALITY
MISSING
UNIFORM
Distinct count80
Unique (%)97.6%
Missing6959
Missing (%)98.8%
Memory size430.0 KiB
0,04919
 
2
0,046115
 
2
0,032769
 
1
0,037616
 
1
0,021412
 
1
Other values (75)
75
ValueCountFrequency (%) 
0,04919 2 < 0.1%
 
0,046115 2 < 0.1%
 
0,032769 1 < 0.1%
 
0,037616 1 < 0.1%
 
0,021412 1 < 0.1%
 
0,03049 1 < 0.1%
 
0,049805 1 < 0.1%
 
0,052807 1 < 0.1%
 
0,054145 1 < 0.1%
 
0,050203 1 < 0.1%
 
Other values (70) 70 1.0%
 
(Missing) 6959 98.8%
 

Length

Max length20
Mean length3.062065048
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

ферспл SiMn18
Categorical

HIGH CARDINALITY
MISSING
Distinct count528
Unique (%)8.3%
Missing643
Missing (%)9.1%
Memory size430.0 KiB
0,219
 
45
0,223
 
42
0,199
 
40
0,194
 
40
0,197
 
40
Other values (523)
6191
ValueCountFrequency (%) 
0,219 45 0.6%
 
0,223 42 0.6%
 
0,199 40 0.6%
 
0,194 40 0.6%
 
0,197 40 0.6%
 
0,192 40 0.6%
 
0,216 39 0.6%
 
0,188 39 0.6%
 
0,252 39 0.6%
 
0,222 39 0.6%
 
Other values (518) 5995 85.1%
 
(Missing) 643 9.1%
 

Length

Max length20
Mean length4.885527624
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

ферспл ферванит
Categorical

HIGH CARDINALITY
MISSING
Distinct count199
Unique (%)19.6%
Missing6024
Missing (%)85.6%
Memory size430.0 KiB
0,025897
 
23
0,025933
 
18
0,02615
 
18
0,026042
 
18
0,02662
 
16
Other values (194)
924
ValueCountFrequency (%) 
0,025897 23 0.3%
 
0,025933 18 0.3%
 
0,02615 18 0.3%
 
0,026042 18 0.3%
 
0,02662 16 0.2%
 
0,024233 16 0.2%
 
0,023727 16 0.2%
 
0,023763 16 0.2%
 
0,026223 14 0.2%
 
0,024269 14 0.2%
 
Other values (189) 848 12.0%
 
(Missing) 6024 85.6%
 

Length

Max length20
Mean length3.728305638
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

ферспл фх850А
Categorical

HIGH CARDINALITY
MISSING
Distinct count398
Unique (%)6.8%
Missing1158
Missing (%)16.4%
Memory size430.0 KiB
0,214
 
60
0,203
 
56
0,185
 
53
0,202
 
53
0,212
 
53
Other values (393)
5608
ValueCountFrequency (%) 
0,214 60 0.9%
 
0,203 56 0.8%
 
0,185 53 0.8%
 
0,202 53 0.8%
 
0,212 53 0.8%
 
0,226 53 0.8%
 
0,206 51 0.7%
 
0,204 50 0.7%
 
0,238 50 0.7%
 
0,192 50 0.7%
 
Other values (388) 5354 76.0%
 
(Missing) 1158 16.4%
 

Length

Max length20
Mean length4.763101832
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

эл. энергия
Categorical

HIGH CARDINALITY
MISSING
UNIFORM
Distinct count3132
Unique (%)48.6%
Missing601
Missing (%)8.5%
Memory size430.0 KiB
4199,0
 
11
4325,0
 
8
4609,0
 
8
4741,0
 
8
3499,0
 
8
Other values (3127)
6397
ValueCountFrequency (%) 
4199,0 11 0.2%
 
4325,0 8 0.1%
 
4609,0 8 0.1%
 
4741,0 8 0.1%
 
3499,0 8 0.1%
 
4519,0 8 0.1%
 
4619,0 8 0.1%
 
4381,0 8 0.1%
 
4400,0 8 0.1%
 
4214,0 8 0.1%
 
Other values (3122) 6357 90.3%
 
(Missing) 601 8.5%
 

Length

Max length7
Mean length5.747195001
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 
Distinct count6
Unique (%)0.1%
Missing597
Missing (%)8.5%
Memory size430.0 KiB
0,002
4656
0,001
1606
0,003
 
167
0,004
 
11
0,005
 
3
ValueCountFrequency (%) 
0,002 4656 66.1%
 
0,001 1606 22.8%
 
0,003 167 2.4%
 
0,004 11 0.2%
 
0,005 3 < 0.1%
 
0,006 1 < 0.1%
 
(Missing) 597 8.5%
 

Length

Max length5
Mean length4.830421815
Min length3
ValueCountFrequency (%) 
Decimal_Number 7 70.0%
 
Lowercase_Letter 2 20.0%
 
Other_Punctuation 1 10.0%
 
ValueCountFrequency (%) 
Common 8 80.0%
 
Latin 2 20.0%
 
ValueCountFrequency (%) 
ASCII 10 100.0%
 

химсталь первый C_1
Categorical

HIGH CARDINALITY
MISSING
Distinct count417
Unique (%)6.5%
Missing597
Missing (%)8.5%
Memory size430.0 KiB
0,435
 
62
0,447
 
58
0,44
 
53
0,466
 
53
0,474
 
52
Other values (412)
6166
ValueCountFrequency (%) 
0,435 62 0.9%
 
0,447 58 0.8%
 
0,44 53 0.8%
 
0,466 53 0.8%
 
0,474 52 0.7%
 
0,482 51 0.7%
 
0,448 50 0.7%
 
0,451 49 0.7%
 
0,456 49 0.7%
 
0,424 49 0.7%
 
Other values (407) 5918 84.1%
 
(Missing) 597 8.5%
 

Length

Max length5
Mean length4.724755006
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

химсталь первый Cr_1
Categorical

HIGH CARDINALITY
MISSING
Distinct count371
Unique (%)5.8%
Missing597
Missing (%)8.5%
Memory size430.0 KiB
0,315
 
91
0,308
 
91
0,311
 
89
0,319
 
88
0,313
 
86
Other values (366)
5999
ValueCountFrequency (%) 
0,315 91 1.3%
 
0,308 91 1.3%
 
0,311 89 1.3%
 
0,319 88 1.2%
 
0,313 86 1.2%
 
0,321 86 1.2%
 
0,31 86 1.2%
 
0,303 85 1.2%
 
0,3 83 1.2%
 
0,304 82 1.2%
 
Other values (361) 5577 79.2%
 
(Missing) 597 8.5%
 

Length

Max length5
Mean length4.720494248
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

химсталь первый Cu_1
Categorical

HIGH CARDINALITY
MISSING
Distinct count101
Unique (%)1.6%
Missing597
Missing (%)8.5%
Memory size430.0 KiB
0,1
 
236
0,104
 
230
0,101
 
222
0,105
 
218
0,102
 
216
Other values (96)
5322
ValueCountFrequency (%) 
0,1 236 3.4%
 
0,104 230 3.3%
 
0,101 222 3.2%
 
0,105 218 3.1%
 
0,102 216 3.1%
 
0,099 211 3.0%
 
0,103 211 3.0%
 
0,106 204 2.9%
 
0,098 201 2.9%
 
0,108 197 2.8%
 
Other values (91) 4298 61.0%
 
(Missing) 597 8.5%
 

Length

Max length5
Mean length4.702883113
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

химсталь первый Mn_1
Categorical

HIGH CARDINALITY
MISSING
Distinct count404
Unique (%)6.3%
Missing597
Missing (%)8.5%
Memory size430.0 KiB
0,672
 
73
0,657
 
70
0,664
 
69
0,674
 
67
0,678
 
67
Other values (399)
6098
ValueCountFrequency (%) 
0,672 73 1.0%
 
0,657 70 1.0%
 
0,664 69 1.0%
 
0,674 67 1.0%
 
0,678 67 1.0%
 
0,681 64 0.9%
 
0,671 64 0.9%
 
0,669 63 0.9%
 
0,676 62 0.9%
 
0,694 62 0.9%
 
Other values (394) 5783 82.1%
 
(Missing) 597 8.5%
 

Length

Max length5
Mean length4.735832978
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 
Distinct count24
Unique (%)0.4%
Missing598
Missing (%)8.5%
Memory size430.0 KiB
0,006
1783
0,007
1600
0,008
972
0,005
788
0,009
480
Other values (19)
820
ValueCountFrequency (%) 
0,006 1783 25.3%
 
0,007 1600 22.7%
 
0,008 972 13.8%
 
0,005 788 11.2%
 
0,009 480 6.8%
 
0,01 265 3.8%
 
0,004 182 2.6%
 
0,011 119 1.7%
 
0,012 81 1.2%
 
0,003 56 0.8%
 
Other values (14) 117 1.7%
 
(Missing) 598 8.5%
 

Length

Max length5
Mean length4.791790939
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 
Distinct count18
Unique (%)0.3%
Missing598
Missing (%)8.5%
Memory size430.0 KiB
0,01
1751
0,009
1549
0,011
1303
0,008
703
0,012
613
Other values (13)
524
ValueCountFrequency (%) 
0,01 1751 24.9%
 
0,009 1549 22.0%
 
0,011 1303 18.5%
 
0,008 703 10.0%
 
0,012 613 8.7%
 
0,013 212 3.0%
 
0,007 195 2.8%
 
0,014 56 0.8%
 
0,006 26 0.4%
 
0,015 12 0.2%
 
Other values (8) 23 0.3%
 
(Missing) 598 8.5%
 

Length

Max length5
Mean length4.581451498
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

химсталь первый Ni_1
Categorical

HIGH CARDINALITY
MISSING
Distinct count115
Unique (%)1.8%
Missing597
Missing (%)8.5%
Memory size430.0 KiB
0,071
 
308
0,07
 
302
0,069
 
299
0,072
 
292
0,068
 
275
Other values (110)
4968
ValueCountFrequency (%) 
0,071 308 4.4%
 
0,07 302 4.3%
 
0,069 299 4.2%
 
0,072 292 4.1%
 
0,068 275 3.9%
 
0,066 273 3.9%
 
0,074 270 3.8%
 
0,067 268 3.8%
 
0,073 262 3.7%
 
0,065 259 3.7%
 
Other values (105) 3636 51.6%
 
(Missing) 597 8.5%
 

Length

Max length5
Mean length4.735264877
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 
Distinct count18
Unique (%)0.3%
Missing597
Missing (%)8.5%
Memory size430.0 KiB
0,008
1410
0,009
1309
0,007
1002
0,01
921
0,011
587
Other values (13)
1215
ValueCountFrequency (%) 
0,008 1410 20.0%
 
0,009 1309 18.6%
 
0,007 1002 14.2%
 
0,01 921 13.1%
 
0,011 587 8.3%
 
0,012 410 5.8%
 
0,006 344 4.9%
 
0,013 209 3.0%
 
0,014 118 1.7%
 
0,005 48 0.7%
 
Other values (8) 86 1.2%
 
(Missing) 597 8.5%
 

Length

Max length5
Mean length4.699474506
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 
Distinct count34
Unique (%)0.5%
Missing597
Missing (%)8.5%
Memory size430.0 KiB
0,019
904
0,02
863
0,018
786
0,021
673
0,017
658
Other values (29)
2560
ValueCountFrequency (%) 
0,019 904 12.8%
 
0,02 863 12.3%
 
0,018 786 11.2%
 
0,021 673 9.6%
 
0,017 658 9.3%
 
0,022 526 7.5%
 
0,023 419 6.0%
 
0,016 411 5.8%
 
0,024 268 3.8%
 
0,015 214 3.0%
 
Other values (24) 722 10.3%
 
(Missing) 597 8.5%
 

Length

Max length5
Mean length4.704729442
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

химсталь первый Si_1
Categorical

HIGH CARDINALITY
MISSING
Distinct count384
Unique (%)6.0%
Missing597
Missing (%)8.5%
Memory size430.0 KiB
0,449
 
105
0,452
 
100
0,448
 
99
0,454
 
98
0,45
 
97
Other values (379)
5945
ValueCountFrequency (%) 
0,449 105 1.5%
 
0,452 100 1.4%
 
0,448 99 1.4%
 
0,454 98 1.4%
 
0,45 97 1.4%
 
0,458 97 1.4%
 
0,455 96 1.4%
 
0,444 96 1.4%
 
0,447 94 1.3%
 
0,451 93 1.3%
 
Other values (374) 5469 77.7%
 
(Missing) 597 8.5%
 

Length

Max length5
Mean length4.737679307
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 
Distinct count7
Unique (%)0.1%
Missing597
Missing (%)8.5%
Memory size430.0 KiB
0,002
3727
0,001
2449
0,003
 
254
0,004
 
8
0,0
 
4
Other values (2)
 
2
ValueCountFrequency (%) 
0,002 3727 52.9%
 
0,001 2449 34.8%
 
0,003 254 3.6%
 
0,004 8 0.1%
 
0,0 4 0.1%
 
0,007 1 < 0.1%
 
0,005 1 < 0.1%
 
(Missing) 597 8.5%
 

Length

Max length5
Mean length4.829285613
Min length3
ValueCountFrequency (%) 
Decimal_Number 7 70.0%
 
Lowercase_Letter 2 20.0%
 
Other_Punctuation 1 10.0%
 
ValueCountFrequency (%) 
Common 8 80.0%
 
Latin 2 20.0%
 
ValueCountFrequency (%) 
ASCII 10 100.0%
 
Distinct count28
Unique (%)0.4%
Missing597
Missing (%)8.5%
Memory size430.0 KiB
0,002
2929
0,003
2886
0,004
 
399
0,001
 
135
0,005
 
50
Other values (23)
 
45
ValueCountFrequency (%) 
0,002 2929 41.6%
 
0,003 2886 41.0%
 
0,004 399 5.7%
 
0,001 135 1.9%
 
0,005 50 0.7%
 
0,035 7 0.1%
 
0,036 6 0.1%
 
0,006 5 0.1%
 
0,038 3 < 0.1%
 
0,034 3 < 0.1%
 
Other values (18) 21 0.3%
 
(Missing) 597 8.5%
 

Length

Max length5
Mean length4.829853714
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 
Distinct count20
Unique (%)0.3%
Missing597
Missing (%)8.5%
Memory size430.0 KiB
0,003
4526
0,004
1102
0,002
 
671
0,005
 
62
0,006
 
16
Other values (15)
 
67
ValueCountFrequency (%) 
0,003 4526 64.3%
 
0,004 1102 15.7%
 
0,002 671 9.5%
 
0,005 62 0.9%
 
0,006 16 0.2%
 
0,007 12 0.2%
 
0,009 11 0.2%
 
0,008 10 0.1%
 
0,01 10 0.1%
 
0,011 7 0.1%
 
Other values (10) 17 0.2%
 
(Missing) 597 8.5%
 

Length

Max length5
Mean length4.829001562
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

химсталь последний C
Categorical

HIGH CARDINALITY
MISSING
Distinct count226
Unique (%)3.5%
Missing597
Missing (%)8.5%
Memory size430.0 KiB
0,762
 
166
0,767
 
165
0,765
 
160
0,764
 
159
0,768
 
159
Other values (221)
5635
ValueCountFrequency (%) 
0,762 166 2.4%
 
0,767 165 2.3%
 
0,765 160 2.3%
 
0,764 159 2.3%
 
0,768 159 2.3%
 
0,772 158 2.2%
 
0,77 156 2.2%
 
0,763 153 2.2%
 
0,761 149 2.1%
 
0,769 147 2.1%
 
Other values (216) 4872 69.2%
 
(Missing) 597 8.5%
 

Length

Max length5
Mean length4.722766652
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 
Distinct count32
Unique (%)0.5%
Missing823
Missing (%)11.7%
Memory size430.0 KiB
0,0002
1816
0,0003
1558
0,0001
892
0,0004
886
0,0005
481
Other values (27)
585
ValueCountFrequency (%) 
0,0002 1816 25.8%
 
0,0003 1558 22.1%
 
0,0001 892 12.7%
 
0,0004 886 12.6%
 
0,0005 481 6.8%
 
0,0006 253 3.6%
 
0,0007 156 2.2%
 
0,0008 50 0.7%
 
0,0009 33 0.5%
 
0,001 22 0.3%
 
Other values (22) 71 1.0%
 
(Missing) 823 11.7%
 

Length

Max length7
Mean length5.644652748
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

химсталь последний Cr
Categorical

HIGH CARDINALITY
MISSING
Distinct count206
Unique (%)3.2%
Missing597
Missing (%)8.5%
Memory size430.0 KiB
0,418
 
660
0,417
 
635
0,419
 
567
0,416
 
564
0,415
 
410
Other values (201)
3608
ValueCountFrequency (%) 
0,418 660 9.4%
 
0,417 635 9.0%
 
0,419 567 8.1%
 
0,416 564 8.0%
 
0,415 410 5.8%
 
0,42 372 5.3%
 
0,414 271 3.8%
 
0,421 242 3.4%
 
0,289 219 3.1%
 
0,288 203 2.9%
 
Other values (196) 2301 32.7%
 
(Missing) 597 8.5%
 

Length

Max length5
Mean length4.73398665
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

химсталь последний Cu
Categorical

HIGH CARDINALITY
MISSING
Distinct count100
Unique (%)1.6%
Missing597
Missing (%)8.5%
Memory size430.0 KiB
0,103
 
240
0,1
 
230
0,099
 
230
0,105
 
224
0,102
 
224
Other values (95)
5296
ValueCountFrequency (%) 
0,103 240 3.4%
 
0,1 230 3.3%
 
0,099 230 3.3%
 
0,105 224 3.2%
 
0,102 224 3.2%
 
0,098 214 3.0%
 
0,101 212 3.0%
 
0,104 207 2.9%
 
0,106 204 2.9%
 
0,097 202 2.9%
 
Other values (90) 4257 60.5%
 
(Missing) 597 8.5%
 

Length

Max length5
Mean length4.707711973
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

химсталь последний Mn
Categorical

HIGH CARDINALITY
MISSING
Distinct count261
Unique (%)4.1%
Missing597
Missing (%)8.5%
Memory size430.0 KiB
0,789
 
353
0,788
 
350
0,787
 
333
0,791
 
324
0,79
 
320
Other values (256)
4764
ValueCountFrequency (%) 
0,789 353 5.0%
 
0,788 350 5.0%
 
0,787 333 4.7%
 
0,791 324 4.6%
 
0,79 320 4.5%
 
0,785 300 4.3%
 
0,792 286 4.1%
 
0,786 278 3.9%
 
0,784 265 3.8%
 
0,783 230 3.3%
 
Other values (251) 3405 48.4%
 
(Missing) 597 8.5%
 

Length

Max length5
Mean length4.727737537
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 
Distinct count24
Unique (%)0.4%
Missing597
Missing (%)8.5%
Memory size430.0 KiB
0,006
1590
0,005
1519
0,007
1054
0,004
773
0,008
570
Other values (19)
938
ValueCountFrequency (%) 
0,006 1590 22.6%
 
0,005 1519 21.6%
 
0,007 1054 15.0%
 
0,004 773 11.0%
 
0,008 570 8.1%
 
0,009 292 4.1%
 
0,003 204 2.9%
 
0,01 150 2.1%
 
0,011 87 1.2%
 
0,012 48 0.7%
 
Other values (14) 157 2.2%
 
(Missing) 597 8.5%
 

Length

Max length5
Mean length4.808691947
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 
Distinct count17
Unique (%)0.3%
Missing599
Missing (%)8.5%
Memory size430.0 KiB
0,012
1305
0,011
1266
0,013
995
0,01
764
0,014
665
Other values (12)
1447
ValueCountFrequency (%) 
0,012 1305 18.5%
 
0,011 1266 18.0%
 
0,013 995 14.1%
 
0,01 764 10.9%
 
0,014 665 9.4%
 
0,015 425 6.0%
 
0,009 291 4.1%
 
0,016 291 4.1%
 
0,017 167 2.4%
 
0,018 91 1.3%
 
Other values (7) 182 2.6%
 
(Missing) 599 8.5%
 

Length

Max length5
Mean length4.717511717
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

химсталь последний Ni
Categorical

HIGH CARDINALITY
MISSING
Distinct count112
Unique (%)1.7%
Missing597
Missing (%)8.5%
Memory size430.0 KiB
0,071
 
324
0,07
 
302
0,072
 
291
0,069
 
291
0,073
 
278
Other values (107)
4958
ValueCountFrequency (%) 
0,071 324 4.6%
 
0,07 302 4.3%
 
0,072 291 4.1%
 
0,069 291 4.1%
 
0,073 278 3.9%
 
0,065 277 3.9%
 
0,068 276 3.9%
 
0,067 272 3.9%
 
0,064 270 3.8%
 
0,066 266 3.8%
 
Other values (102) 3597 51.1%
 
(Missing) 597 8.5%
 

Length

Max length5
Mean length4.736117029
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 
Distinct count19
Unique (%)0.3%
Missing597
Missing (%)8.5%
Memory size430.0 KiB
0,009
1363
0,01
1288
0,008
1024
0,011
924
0,012
586
Other values (14)
1259
ValueCountFrequency (%) 
0,009 1363 19.4%
 
0,01 1288 18.3%
 
0,008 1024 14.5%
 
0,011 924 13.1%
 
0,012 586 8.3%
 
0,007 395 5.6%
 
0,013 384 5.5%
 
0,014 201 2.9%
 
0,015 119 1.7%
 
0,006 68 1.0%
 
Other values (9) 92 1.3%
 
(Missing) 597 8.5%
 

Length

Max length5
Mean length4.647209203
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 
Distinct count27
Unique (%)0.4%
Missing597
Missing (%)8.5%
Memory size430.0 KiB
0,015
1076
0,014
932
0,016
909
0,013
746
0,017
683
Other values (22)
2098
ValueCountFrequency (%) 
0,015 1076 15.3%
 
0,014 932 13.2%
 
0,016 909 12.9%
 
0,013 746 10.6%
 
0,017 683 9.7%
 
0,012 496 7.0%
 
0,018 428 6.1%
 
0,011 291 4.1%
 
0,019 282 4.0%
 
0,02 160 2.3%
 
Other values (17) 441 6.3%
 
(Missing) 597 8.5%
 

Length

Max length5
Mean length4.786109928
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

химсталь последний Si
Categorical

HIGH CARDINALITY
MISSING
Distinct count256
Unique (%)4.0%
Missing597
Missing (%)8.5%
Memory size430.0 KiB
0,566
 
229
0,565
 
224
0,561
 
214
0,567
 
200
0,563
 
200
Other values (251)
5377
ValueCountFrequency (%) 
0,566 229 3.3%
 
0,565 224 3.2%
 
0,561 214 3.0%
 
0,567 200 2.8%
 
0,563 200 2.8%
 
0,564 196 2.8%
 
0,569 190 2.7%
 
0,568 189 2.7%
 
0,57 189 2.7%
 
0,562 184 2.6%
 
Other values (246) 4429 62.9%
 
(Missing) 597 8.5%
 

Length

Max length5
Mean length4.734128675
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 
Distinct count5
Unique (%)0.1%
Missing597
Missing (%)8.5%
Memory size430.0 KiB
0,003
4764
0,002
1055
0,004
 
545
0,001
 
70
0,005
 
10
ValueCountFrequency (%) 
0,003 4764 67.7%
 
0,002 1055 15.0%
 
0,004 545 7.7%
 
0,001 70 1.0%
 
0,005 10 0.1%
 
(Missing) 597 8.5%
 

Length

Max length5
Mean length4.830421815
Min length3
ValueCountFrequency (%) 
Decimal_Number 6 66.7%
 
Lowercase_Letter 2 22.2%
 
Other_Punctuation 1 11.1%
 
ValueCountFrequency (%) 
Common 7 77.8%
 
Latin 2 22.2%
 
ValueCountFrequency (%) 
ASCII 9 100.0%
 

химсталь последний V
Categorical

HIGH CARDINALITY
MISSING
Distinct count54
Unique (%)0.8%
Missing597
Missing (%)8.5%
Memory size430.0 KiB
0,037
1793
0,036
1153
0,038
1137
0,083
 
341
0,084
 
325
Other values (49)
1695
ValueCountFrequency (%) 
0,037 1793 25.5%
 
0,036 1153 16.4%
 
0,038 1137 16.1%
 
0,083 341 4.8%
 
0,084 325 4.6%
 
0,039 302 4.3%
 
0,035 235 3.3%
 
0,082 183 2.6%
 
0,085 182 2.6%
 
0,003 112 1.6%
 
Other values (44) 681 9.7%
 
(Missing) 597 8.5%
 

Length

Max length5
Mean length4.814372958
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

химшлак первый Al2O3_1
Categorical

HIGH CARDINALITY
MISSING
Distinct count73
Unique (%)1.5%
Missing2299
Missing (%)32.7%
Memory size430.0 KiB
3,7
 
263
3,6
 
235
3,9
 
229
4,0
 
228
3,5
 
223
Other values (68)
3564
ValueCountFrequency (%) 
3,7 263 3.7%
 
3,6 235 3.3%
 
3,9 229 3.3%
 
4,0 228 3.2%
 
3,5 223 3.2%
 
4,1 219 3.1%
 
3,4 213 3.0%
 
3,8 209 3.0%
 
4,2 207 2.9%
 
4,4 192 2.7%
 
Other values (63) 2524 35.8%
 
(Missing) 2299 32.7%
 

Length

Max length4
Mean length3.001278228
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

химшлак первый CaO_1
Categorical

HIGH CARDINALITY
MISSING
Distinct count298
Unique (%)4.6%
Missing597
Missing (%)8.5%
Memory size430.0 KiB
53,4
 
58
57,0
 
58
54,8
 
58
55,5
 
56
57,8
 
55
Other values (293)
6159
ValueCountFrequency (%) 
53,4 58 0.8%
 
57,0 58 0.8%
 
54,8 58 0.8%
 
55,5 56 0.8%
 
57,8 55 0.8%
 
52,6 54 0.8%
 
57,3 54 0.8%
 
56,8 52 0.7%
 
56,1 52 0.7%
 
57,5 51 0.7%
 
Other values (288) 5896 83.7%
 
(Missing) 597 8.5%
 

Length

Max length4
Mean length3.915210908
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

химшлак первый FeO_1
Categorical

HIGH CARDINALITY
MISSING
Distinct count54
Unique (%)0.8%
Missing597
Missing (%)8.5%
Memory size430.0 KiB
0,4
1056
0,5
1007
0,6
826
0,3
714
0,7
583
Other values (49)
2258
ValueCountFrequency (%) 
0,4 1056 15.0%
 
0,5 1007 14.3%
 
0,6 826 11.7%
 
0,3 714 10.1%
 
0,7 583 8.3%
 
0,8 458 6.5%
 
0,9 329 4.7%
 
0,2 276 3.9%
 
1,0 253 3.6%
 
1,1 196 2.8%
 
Other values (44) 746 10.6%
 
(Missing) 597 8.5%
 

Length

Max length4
Mean length3.000426076
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

химшлак первый MgO_1
Categorical

HIGH CARDINALITY
MISSING
Distinct count236
Unique (%)3.7%
Missing598
Missing (%)8.5%
Memory size430.0 KiB
11,3
 
96
10,7
 
87
11,2
 
87
11,8
 
86
10,4
 
85
Other values (231)
6002
ValueCountFrequency (%) 
11,3 96 1.4%
 
10,7 87 1.2%
 
11,2 87 1.2%
 
11,8 86 1.2%
 
10,4 85 1.2%
 
11,4 83 1.2%
 
11,5 82 1.2%
 
11,9 81 1.2%
 
9,9 79 1.1%
 
10,6 79 1.1%
 
Other values (226) 5598 79.5%
 
(Missing) 598 8.5%
 

Length

Max length4
Mean length3.60758415
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

химшлак первый MnO_1
Categorical

HIGH CARDINALITY
MISSING
Distinct count152
Unique (%)2.4%
Missing597
Missing (%)8.5%
Memory size430.0 KiB
0,11
 
470
0,12
 
458
0,1
 
444
0,09
 
441
0,13
 
386
Other values (147)
4245
ValueCountFrequency (%) 
0,11 470 6.7%
 
0,12 458 6.5%
 
0,1 444 6.3%
 
0,09 441 6.3%
 
0,13 386 5.5%
 
0,08 383 5.4%
 
0,14 326 4.6%
 
0,15 293 4.2%
 
0,16 270 3.8%
 
0,07 225 3.2%
 
Other values (142) 2748 39.0%
 
(Missing) 597 8.5%
 

Length

Max length4
Mean length3.802442835
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 
Distinct count32
Unique (%)0.5%
Missing597
Missing (%)8.5%
Memory size430.0 KiB
2,2
915
2,3
783
2,6
657
2,1
633
2,4
603
Other values (27)
2853
ValueCountFrequency (%) 
2,2 915 13.0%
 
2,3 783 11.1%
 
2,6 657 9.3%
 
2,1 633 9.0%
 
2,4 603 8.6%
 
2,5 590 8.4%
 
2,7 584 8.3%
 
2,8 427 6.1%
 
2,0 385 5.5%
 
2,9 274 3.9%
 
Other values (22) 593 8.4%
 
(Missing) 597 8.5%
 

Length

Max length4
Mean length3.000142025
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

химшлак первый SiO2_1
Categorical

HIGH CARDINALITY
MISSING
Distinct count149
Unique (%)3.1%
Missing2299
Missing (%)32.7%
Memory size430.0 KiB
21,7
 
100
22,2
 
96
22,4
 
92
22,0
 
88
22,1
 
85
Other values (144)
4281
ValueCountFrequency (%) 
21,7 100 1.4%
 
22,2 96 1.4%
 
22,4 92 1.3%
 
22,0 88 1.2%
 
22,1 85 1.2%
 
22,3 83 1.2%
 
22,5 83 1.2%
 
24,8 80 1.1%
 
25,0 78 1.1%
 
22,6 77 1.1%
 
Other values (139) 3880 55.1%
 
(Missing) 2299 32.7%
 

Length

Max length4
Mean length3.673341855
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

химшлак последний Al2O3
Categorical

HIGH CARDINALITY
MISSING
Distinct count70
Unique (%)1.5%
Missing2299
Missing (%)32.7%
Memory size430.0 KiB
4,4
 
243
4,0
 
225
4,3
 
216
4,2
 
214
4,5
 
210
Other values (65)
3634
ValueCountFrequency (%) 
4,4 243 3.5%
 
4,0 225 3.2%
 
4,3 216 3.1%
 
4,2 214 3.0%
 
4,5 210 3.0%
 
4,6 209 3.0%
 
4,1 206 2.9%
 
4,7 186 2.6%
 
4,9 183 2.6%
 
4,8 178 2.5%
 
Other values (60) 2672 37.9%
 
(Missing) 2299 32.7%
 

Length

Max length4
Mean length3.000426076
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

химшлак последний CaO
Categorical

HIGH CARDINALITY
MISSING
Distinct count229
Unique (%)3.6%
Missing597
Missing (%)8.5%
Memory size430.0 KiB
57,6
 
102
57,5
 
101
56,8
 
98
57,7
 
95
57,3
 
92
Other values (224)
5956
ValueCountFrequency (%) 
57,6 102 1.4%
 
57,5 101 1.4%
 
56,8 98 1.4%
 
57,7 95 1.3%
 
57,3 92 1.3%
 
57,4 89 1.3%
 
56,9 88 1.2%
 
56,2 87 1.2%
 
57,2 87 1.2%
 
57,8 87 1.2%
 
Other values (219) 5518 78.4%
 
(Missing) 597 8.5%
 

Length

Max length4
Mean length3.915210908
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 
Distinct count16
Unique (%)0.2%
Missing597
Missing (%)8.5%
Memory size430.0 KiB
0,5
1235
0,6
1102
0,4
1080
0,7
793
0,3
620
Other values (11)
1614
ValueCountFrequency (%) 
0,5 1235 17.5%
 
0,6 1102 15.7%
 
0,4 1080 15.3%
 
0,7 793 11.3%
 
0,3 620 8.8%
 
0,8 562 8.0%
 
1,0 512 7.3%
 
0,9 345 4.9%
 
0,2 184 2.6%
 
0,1 4 0.1%
 
Other values (6) 7 0.1%
 
(Missing) 597 8.5%
 

Length

Max length3
Mean length3
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

химшлак последний MgO
Categorical

HIGH CARDINALITY
MISSING
Distinct count192
Unique (%)3.0%
Missing598
Missing (%)8.5%
Memory size430.0 KiB
8,7
 
88
7,7
 
86
8,5
 
83
10,7
 
82
8,9
 
81
Other values (187)
6023
ValueCountFrequency (%) 
8,7 88 1.2%
 
7,7 86 1.2%
 
8,5 83 1.2%
 
10,7 82 1.2%
 
8,9 81 1.2%
 
7,9 81 1.2%
 
9,4 80 1.1%
 
9,6 78 1.1%
 
8,1 77 1.1%
 
6,9 77 1.1%
 
Other values (182) 5630 80.0%
 
(Missing) 598 8.5%
 

Length

Max length4
Mean length3.352364721
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

химшлак последний MnO
Categorical

HIGH CARDINALITY
MISSING
Distinct count61
Unique (%)0.9%
Missing597
Missing (%)8.5%
Memory size430.0 KiB
0,08
723
0,1
 
639
0,09
 
637
0,07
 
605
0,11
 
556
Other values (56)
3284
ValueCountFrequency (%) 
0,08 723 10.3%
 
0,1 639 9.1%
 
0,09 637 9.0%
 
0,07 605 8.6%
 
0,11 556 7.9%
 
0,12 472 6.7%
 
0,13 418 5.9%
 
0,14 337 4.8%
 
0,06 309 4.4%
 
0,15 307 4.4%
 
Other values (51) 1441 20.5%
 
(Missing) 597 8.5%
 

Length

Max length4
Mean length3.807129669
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 
Distinct count16
Unique (%)0.2%
Missing597
Missing (%)8.5%
Memory size430.0 KiB
2,2
1483
2,3
1060
2,1
968
2,5
638
2,6
593
Other values (11)
1702
ValueCountFrequency (%) 
2,2 1483 21.1%
 
2,3 1060 15.1%
 
2,1 968 13.7%
 
2,5 638 9.1%
 
2,6 593 8.4%
 
2,4 564 8.0%
 
2,7 541 7.7%
 
2,8 418 5.9%
 
2,0 168 2.4%
 
1,9 3 < 0.1%
 
Other values (6) 8 0.1%
 
(Missing) 597 8.5%
 

Length

Max length4
Mean length3.000142025
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

химшлак последний SiO2
Categorical

HIGH CARDINALITY
MISSING
Distinct count116
Unique (%)2.4%
Missing2299
Missing (%)32.7%
Memory size430.0 KiB
26,0
 
142
26,2
 
131
26,3
 
126
25,9
 
118
25,5
 
111
Other values (111)
4114
ValueCountFrequency (%) 
26,0 142 2.0%
 
26,2 131 1.9%
 
26,3 126 1.8%
 
25,9 118 1.7%
 
25,5 111 1.6%
 
25,7 110 1.6%
 
25,8 110 1.6%
 
25,6 109 1.5%
 
25,4 108 1.5%
 
26,1 103 1.5%
 
Other values (106) 3574 50.8%
 
(Missing) 2299 32.7%
 

Length

Max length4
Mean length3.67348388
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

Correlations

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Missing values

Sample

First rows

nplvDTМАРКАПРОФИЛЬt вып-обрt обработкаt под токомt продувкаПСН гр.чист расход Cчист расход Crчист расход Mnчист расход Siчист расход Vтемпература перваятемпература последняяAr (интенс.)N2 (интенс.)эл. энергия (интенс.)произв жидкая стальпроизв количество обработокпроизв количество плавокпроизв количество плавок (цел)расход газ Arрасход газ N2расход C пров.сыпуч известь РПсыпуч кварцитсыпуч кокс пыль УСТКсыпуч кокс. мелочь (сух.)сыпуч кокс. мелочь КМ1сыпуч шпат плав.ферспл CaC2ферспл FeMoферспл FeSi-75ферспл FeV азот.ферспл FeV-80ферспл Mn5Si65Al0.5ферспл Ni H1 пласт.ферспл SiMn18ферспл ферванитферспл фх850Аэл. энергияхимсталь первый Al_1химсталь первый C_1химсталь первый Cr_1химсталь первый Cu_1химсталь первый Mn_1химсталь первый Mo_1химсталь первый N_1химсталь первый Ni_1химсталь первый P_1химсталь первый S_1химсталь первый Si_1химсталь первый Ti_1химсталь первый V_1химсталь последний Alхимсталь последний Cхимсталь последний Caхимсталь последний Crхимсталь последний Cuхимсталь последний Mnхимсталь последний Moхимсталь последний Nхимсталь последний Niхимсталь последний Pхимсталь последний Sхимсталь последний Siхимсталь последний Tiхимсталь последний Vхимшлак первый Al2O3_1химшлак первый CaO_1химшлак первый FeO_1химшлак первый MgO_1химшлак первый MnO_1химшлак первый R_1химшлак первый SiO2_1химшлак последний Al2O3химшлак последний CaOхимшлак последний FeOхимшлак последний MgOхимшлак последний MnOхимшлак последний Rхимшлак последний SiO2
0г6837?3<87?2070-06-21 00:14:00Э76ХФР6529,045,366666724,441,0333333NaN0,456460,0595720,1174460,1047620,04093831557,01580,013,6067425NaN12809,0163934115,51,01,01,018,611NaNNaNNaNNaN0,17NaN0,4010,1230,02NaNNaNNaN0,0519390,112NaN0,182NaN0,1065209,00,0020,3890,3680,1270,6820,010,0110,0860,0090,0230,4590,0020,0020,0030,7560,00010,4170,1260,7790,0090,0120,0860,0110,0180,5590,0030,037NaN63,71,13,70,122,6NaNNaN53,41,05,80,152,6NaN
1г683863<8862070-06-21 01:07:00Э76ХФР6526,044,066666713,866666744,0666667NaN0,3592850,0837380,1609230,1103270,04008311601,01591,08,074721NaN12816,3461538111,61,01,01,011,659NaNNaNNaNNaN0,488NaNNaN0,0940,02NaNNaNNaN0,0508540,102NaN0,251NaN0,1492962,00,0020,4650,3450,1120,6430,0090,0110,080,0070,0230,4610,0020,0020,0030,7740,00030,4160,1090,7670,0080,0130,0790,0080,0210,5430,0030,038NaN58,50,84,90,142,2NaNNaN59,30,64,10,112,3NaN
2г683863<8872070-06-21 02:00:00Э76ХФР6524,043,3517,9543,35NaN0,3316650,081490,1323320,139860,04162251593,01586,013,801968NaN12511,4206128115,81,01,01,019,871NaNNaNNaNNaN0,05NaN0,3460,0610,02NaNNaNNaN0,0528070,16NaN0,204NaN0,1453743,00,0020,5130,3510,1070,6740,0070,0110,0780,0080,0190,4550,0020,0020,0040,770,00090,4170,1080,7880,0060,0120,0780,0080,0130,5680,0030,038NaN58,00,88,60,122,6NaNNaN57,20,58,10,132,3NaN
3г683863<8882070-06-21 02:58:00Э76ХФР6517,046,183333319,816666746,1833333NaN0,3779450,1331940,2216050,1651860,04204971589,01589,012,6649585NaN12998,1497056116,31,01,01,019,497NaNNaN0,077NaN0,05NaN0,390,0590,02NaNNaNNaN0,0533490,161NaN0,345NaN0,2374293,00,0020,4870,310,1050,6110,0090,0110,070,0060,020,4340,0010,0010,0030,7670,00020,4190,1030,7950,0080,0130,070,0070,0140,5710,0030,038NaN59,80,46,40,112,4NaNNaN60,30,56,30,122,6NaN
4г683863<8892070-06-21 03:50:00Э76ХФР6520,048,517,033333348,5NaN0,3898750,1050940,1694590,1430240,04096671597,01592,010,2983505NaN12987,4755382115,01,01,01,016,649NaNNaN0,082NaN0,05NaN0,4120,0350,02NaNNaNNaN0,0519750,149NaN0,263NaN0,1873687,00,0020,4610,3340,1050,6520,0070,0110,080,0070,020,4470,0010,0020,0030,7840,00030,4210,1050,7960,0060,0130,0810,0080,0170,5680,0030,037NaN59,60,74,70,122,4NaNNaN60,30,64,50,092,5NaN
5г683863<88:2070-06-21 04:44:00Э76ХФР652,051,183333317,733333351,1833333NaN0,282730,1022840,1531140,1217230,04247771589,01601,07,0067196NaN12133,0827068117,41,01,01,011,528NaNNaN0,068NaN0,375NaNNaN0,0730,02NaNNaNNaN0,0538920,123NaN0,238NaN0,1823586,00,0020,4880,3310,1010,6560,0080,010,0860,0070,0210,4550,0020,0020,0030,731NaN0,3970,0990,7180,0070,0120,0850,0070,0160,4930,0030,038NaN67,40,53,80,083,0NaNNaN62,31,12,50,152,7NaN
6г683863<88;2070-06-21 05:53:00Э76ХФР65NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
7г683863<88<2070-06-21 08:25:00Э76ХФР65NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
8г683863<88=2070-06-21 09:23:00Э76ХФР65NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
9г683863<88>2070-06-21 10:17:00Э76ХФР65NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN

Last rows

nplvDTМАРКАПРОФИЛЬt вып-обрt обработкаt под токомt продувкаПСН гр.чист расход Cчист расход Crчист расход Mnчист расход Siчист расход Vтемпература перваятемпература последняяAr (интенс.)N2 (интенс.)эл. энергия (интенс.)произв жидкая стальпроизв количество обработокпроизв количество плавокпроизв количество плавок (цел)расход газ Arрасход газ N2расход C пров.сыпуч известь РПсыпуч кварцитсыпуч кокс пыль УСТКсыпуч кокс. мелочь (сух.)сыпуч кокс. мелочь КМ1сыпуч шпат плав.ферспл CaC2ферспл FeMoферспл FeSi-75ферспл FeV азот.ферспл FeV-80ферспл Mn5Si65Al0.5ферспл Ni H1 пласт.ферспл SiMn18ферспл ферванитферспл фх850Аэл. энергияхимсталь первый Al_1химсталь первый C_1химсталь первый Cr_1химсталь первый Cu_1химсталь первый Mn_1химсталь первый Mo_1химсталь первый N_1химсталь первый Ni_1химсталь первый P_1химсталь первый S_1химсталь первый Si_1химсталь первый Ti_1химсталь первый V_1химсталь последний Alхимсталь последний Cхимсталь последний Caхимсталь последний Crхимсталь последний Cuхимсталь последний Mnхимсталь последний Moхимсталь последний Nхимсталь последний Niхимсталь последний Pхимсталь последний Sхимсталь последний Siхимсталь последний Tiхимсталь последний Vхимшлак первый Al2O3_1химшлак первый CaO_1химшлак первый FeO_1химшлак первый MgO_1химшлак первый MnO_1химшлак первый R_1химшлак первый SiO2_1химшлак последний Al2O3химшлак последний CaOхимшлак последний FeOхимшлак последний MgOхимшлак последний MnOхимшлак последний Rхимшлак последний SiO2
7031г68386398<62071-04-21 14:59:00Э90ХАФР6553,044,922,516666744,56666673,60507810,558660,11120,144210,1167190,0915271555,01581,08,48800618,51413848,4085862113,01,01,01,09,2593,311NaN0,091NaN0,05NaN0,620,050,02NaNNaNNaN0,1019240,121NaN0,2230,0231480,25197,00,0020,4130,2020,130,6610,0080,0090,0830,0090,0240,4360,0020,0030,0040,8360,00040,2970,1270,7890,0080,0150,0820,010,0170,540,0030,0854,450,20,49,40,122,321,94,250,50,410,50,132,421,4
7032г68386398<72071-04-21 15:49:00Э90ХАФР6562,042,366666722,666666742,08333332,73607040,570850,133440,1920280,1280090,09137421572,01581,016,171307115,293001612295,5882353114,01,01,01,016,9085,463NaN0,142NaN0,05NaN0,6290,0490,02NaNNaNNaN0,1012010,119NaN0,2980,0241250,244645,00,0020,410,180,1090,6270,0080,0110,0750,0070,0210,430,0020,0020,0030,8530,00030,2930,1070,7990,0080,0150,0740,0080,0150,5530,0030,0854,952,50,312,80,142,223,64,854,90,413,90,132,423,4
7033г68386398<82071-04-21 17:18:00Э90ХАФР6526,046,366666717,666666746,36666673,00,6048250,1173160,1660460,1283260,09370771588,01579,021,777525621,133603213065,2830189116,41,01,01,027,72410,15NaNNaNNaN0,05NaN0,6750,0830,02NaNNaNNaN0,1038770,13NaN0,2570,0255350,2113847,00,0020,3890,20,1130,6490,010,010,080,0070,0280,440,0010,0020,0040,860,00040,2980,1110,7970,010,0160,0790,0070,0140,5460,0030,0834,856,00,511,40,182,621,85,356,10,39,90,122,522,9
7034г68386398<92071-04-21 18:15:00Э90ХАФР6527,052,229,866666751,86666674,11567880,587980,150120,1923960,1430740,09380251523,01565,010,8186389,003045713584,375117,01,01,01,015,0922,956NaN0,09NaN0,05NaN0,6470,0370,02NaNNaNNaN0,1055050,142NaN0,2980,0235460,276762,00,0020,4040,1710,1040,6180,0060,0090,070,0050,0230,4340,0020,0020,0030,860,00070,2960,1050,7790,0070,0140,0710,0060,0210,5360,0030,0845,257,60,49,90,192,622,14,752,80,89,70,242,322,9
7035г68386398<:2071-04-21 19:04:00Э90ХАФР6538,042,021,166666741,83333333,43102160,5339550,1073080,1247840,1259210,09191341556,01580,012,273568312,877165413198,1102362115,100000000000011,01,01,09,2878,177NaN0,07NaN0,05NaN0,5910,0510000000000000040,019999999999999997NaNNaNNaN0,1036960,14300000000000002NaN0,1920,0224970000000000030,1934656,00,0020,4370,210,1180,690,0080,0090,0790,0080,0190,4390,0020,0030,0030,8430,00030,2990,1170,80,0080,0140,0790,0090,0150,5520,0030,0835,461,00,410,80,212,623,55,956,90,610,10,142,423,6
7036г68386398<;2071-04-21 19:50:00Э90ХАФР6541,042,333333323,242,16666673,38062830,537080,105640,1286260,1015520,09219461552,01582,010,015634711,159127613388,7931034114,41,01,01,07,1897,675NaN0,089NaN0,05NaN0,5950,0310,02NaNNaNNaN0,1037330,104NaN0,1990,0230760,195177,00,0020,4320,2120,0940,6750,0080,0090,080,0070,0170,4420,0020,0030,0040,8540,00030,3010,0920,7920,0080,0150,080,0080,0150,5530,0040,0855,657,20,39,50,12,622,27,060,60,46,20,062,722,8
7037г68386398<<2071-04-21 20:45:00Э90ХАФР6536,046,533333316,183333346,3833333NaN0,5558750,1228760,1565580,1551130,09202411576,01580,017,761553821,44378712053,1410917112,01,01,01,019,8149,06NaN0,237NaN0,139NaN0,5370,040,02NaNNaN0,021810,1003690,175NaN0,2410,0052440,2213251,00,0020,4040,1880,0970,6590,0080,010,0750,0080,0190,4170,0020,0020,0030,8360,00040,2930,0960,7970,0080,0160,0740,0080,0110,5560,0030,0825,153,50,212,20,12,224,54,953,00,511,10,252,422,3
7038г68386398<=2071-04-21 21:34:00Э90ХАФР6542,047,566666723,016666747,12,26300440,5483850,1117560,1240180,1205130,09350341600,01600,08,92957238,293690612098,1897176115,61,01,01,08,1785,331NaN0,123NaN0,05NaN0,6080,0280,02NaNNaN0,0246310,1034430,135NaN0,191NaN0,2014641,00,0020,4520,2050,1220,6910,010,0090,0860,010,020,4410,0020,0030,0040,8440,00040,2970,1220,7990,010,0150,0870,0110,0180,5350,0030,0827,854,30,617,60,132,720,05,255,40,76,70,132,225,0
7039г68386398<>2071-04-21 22:25:00Э90ХАФР6545,046,033333317,533333345,68333333,00,601350,1478960,190770,154360,09510991612,01587,014,72711715,48450712726,6159696116,91,01,01,017,1985,497NaN0,228NaN0,05NaN0,6640,0420,02NaNNaN0,0254270,1049990,16NaN0,295NaN0,2663719,00,0020,4130,1740,1110,6310,0080,0090,0730,0080,020,4130,0010,0020,0040,8240,00030,2980,110,7980,0080,0150,0730,0090,0140,5490,0030,0845,250,80,415,10,182,124,54,955,10,48,90,162,126,0
7040г68386398<?2071-04-21 23:20:00Э90ХАФР6548,052,033333321,750,23333333,00,54940,1401120,1634760,1009670,09364241580,01576,020,997374219,847368412229,4930876115,51,01,01,026,6559,218NaN0,127NaN0,747NaNNaN0,0290,02NaNNaN0,0255350,1030820,089NaN0,254NaN0,2524423,00,0020,3990,1780,1160,6450,0060,010,0720,0080,020,4440,0020,0030,0030,8330,00040,2960,1180,7830,0070,0150,0720,0090,0170,5260,0030,0826,057,20,28,40,072,424,25,457,30,76,60,132,325,5